Company Filing History:
Years Active: 2021-2025
Title: The Innovative Mind of Eran Shimony
Introduction
Eran Shimony is a prominent inventor based in Petach-Tikva, Israel. He has made significant contributions to the field of cybersecurity, particularly in the detection and prevention of adversarial attacks against large language models. With a total of 3 patents to his name, Shimony continues to push the boundaries of technology and innovation.
Latest Patents
One of Shimony's latest patents focuses on the detection and prevention of adversarial attacks against large language models. This patent outlines systems, methods, and apparatuses that involve receiving an input associated with a target large language model. The process includes analyzing the input with a pre-trained classification algorithm to determine a first deconstruction process to be applied to the input. Additionally, it involves modifying the input with a first deconstruction model and determining a score of the likelihood of the input being adversarial based on the output of the first deconstruction model.
Another notable patent by Shimony is related to the agent-based detection of fuzzing activity associated with a target program. This patent describes systems and methods for detecting fuzzing activity by accessing a target program and monitoring it through a monitoring agent in a kernel space environment. The techniques include analyzing dynamic and static patterns of the target program and calculating a confidence score to identify the likelihood of fuzzing activity.
Career Highlights
Eran Shimony is currently employed at CyberArk Software Ltd., where he applies his expertise in cybersecurity. His work focuses on developing innovative solutions to enhance the security of software applications and protect against various cyber threats.
Collaborations
Shimony collaborates with talented individuals in his field, including Mark Cherp and Nir Chako. These collaborations contribute to the advancement of cybersecurity technologies and foster a creative environment for innovation.
Conclusion
Eran Shimony is a remarkable inventor whose work in cybersecurity has led to significant advancements in the detection and prevention of cyber threats. His contributions continue to shape the future of technology and innovation in this critical field.